wandb integration

[wookayin]

Design and consideration for wandb integration

High-level Goal (rough sketch)

• Be able to easily fetch data stored in wandb storage
• Wandb already has some built-in grouping schemas: such as sweep, report of runs. Provide similar grouping or abstractions.

Feature List

• Create expt data structures directly from wandb through wandb python client
• (and more coming)

References

• Wandb REST API (w/ python bindings): https://docs.wandb.ai/guides/track/public-api-guide -- we can already fetch data as pandas DataFrame.

[vwxyzjn]

Hi @wookayin hope you are doing well. I remember you had a draft notebook with wandb. Would you mind sharing it with me? Thanks!

[vwxyzjn]

Just got the notebook. Thank you!